Startup Discovery

Startup Discovery is an AI startup research tool that scans Reddit, HackerNews, and the open web in real time to surface validated startup opportunities backed by community discussion. Instead of brainstorming ideas in a vacuum, founders and early-stage investors get concepts sourced from actual complaints, feature requests, and unmet needs people are already voicing online. Each opportunity is run through a multi-dimensional scoring mechanism (seven dimensions) and packaged into an investor-grade brief you can review, so you can judge market signal before committing time to build. The tool also tracks historical trends, letting you see whether a problem space is heating up or fading. It is built for entrepreneurs hunting for a next idea and VCs looking for early deal-flow signal grounded in real market conversations rather than hype. Startup Discovery is a lightweight web app, so there is no setup beyond opening it and browsing the surfaced opportunities and briefs.

Founders and early-stage investors use it to surface and score validated startup opportunities from real online community discussions.